Aesara is a Python library that allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. It is built on top of NumPy. Aesara features:
tight integration with NumPy: a similar interface to NumPy’s. numpy.ndarrays are also used internally in Aesara-compiled functions.
efficient symbolic differentiation: Aesara can compute derivatives for functions of one or many inputs.
speed and stability optimizations: avoid nasty bugs when computing expressions such as log(1 + exp(x)) for large values of x.
dynamic C code generation: evaluate expressions faster.
extensive unit-testing and self-verification: includes tools for detecting and diagnosing bugs and/or potential problems.
4 maintainers
Metadata
4 maintainers
Release files for aesara-nightly 2.8.12.post57
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| aesara_nightly-2.8.12.post57.tar.gz | 4.4 MB | Details |
Release files / aesara_nightly-2.8.12.post57.tar.gz
| Download URL | aesara_nightly-2.8.12.post57.tar.gz |
|---|---|
| Size | 4.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
18efd661126b9aeb8deabfff1d5209b72256ef3d728828f2e8a39095fd73caa0
|
|
BLAKE2b-256 checksum How to use checksums |
d51ed95cec2bce4071209a7410ab99bfe60871bb066d20ff8905d8014fd37444
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.1 CPython/3.11.3
|
